A hybrid quantum-classical approach for inference on restricted Boltzmann machines.
Martins KalisAndris LocansRolands SikovsHassan NaseriAndris AmbainisPublished in: Quantum Mach. Intell. (2023)
Keyphrases
- restricted boltzmann machine
- loopy belief propagation
- deep learning
- probabilistic graphical models
- probabilistic inference
- contrastive divergence
- bayesian inference
- deep belief networks
- conditional random fields
- semi supervised
- learning algorithm
- belief propagation
- belief networks
- first order logic
- parameter learning
- exact inference
- markov random field
- support vector
- genetic algorithm